GameDev Data & AI Solutions
Data Engineering & AI for Game Studios and Publishers
Stop wrestling with fragmented telemetry. We build real-time data pipelines and deploy predictive player behavior models for your LiveOps teams.
15-20%
Integration Costs Cut
500+
Hours Saved / Quarter
99.9%
Pipeline Uptime
14 Days
To Project Kickoff
Solving Core GameDev Bottlenecks
Fragmented Telemetry
Cloud DWH
Routing raw event logs from multiple platforms into a single source of truth for real-time querying.
High Integration Costs
Standardized API Pipelines
Cutting integration times for new portfolio titles by up to 20% through standardized data intake.
Unpredictable Player Churn
Predictive ML Models
Deploying machine learning algorithms that flag at-risk cohorts before they churn, optimizing UA spend.
Engineering & Analytics Capabilities
Game Analytics Dashboards
Pre-built and custom visual layers. Track DAU/MAU stickiness, ARPU, LTV, and player progression bottlenecks in real-time.
Explore Analytics SolutionsInfrastructure for Publishers
Consolidate data across your entire portfolio. We build enterprise-grade stacks to track cross-game metrics and marketing ROI.
ML & LiveOps Automation
Power your in-game economies. Trigger personalized in-game offers and dynamic difficulty adjustments based on live player behavior.
Custom Analytics & BI Solutions
We don't sell a pre-packaged platform. We design and build custom analytics infrastructure from the ground up, tailored to your studio's specific telemetry and business goals.
Revenue & Monetization Trends
$1.2M
Integration with App Store, Google Play, and custom payment gateways.
Advanced Player Retention
D7
/
D30
Tracking behavioral engagement patterns to identify churn triggers.
LTV Progression
ML-driven insights to optimize UA spend and predict long-term ROI.
Infrastructure Health
99.9%
Pipeline Uptime
Ensuring 99.9% uptime for your raw telemetry data streams.
Provisioned via: Snowflake • Databricks • Python • dbt • Looker/PowerBI
How We Integrate
Data Strategy & Audit (Week 1)
Evaluating current telemetry, identifying latency bottlenecks, and mapping cloud architecture.
Pipeline Deployment (Weeks 2-4)
Automating ETL/ELT pipelines and migrating data to a unified warehouse.
Advanced Analytics (Weeks 5-8)
Rolling out custom dashboards and deploying predictive player retention models.
Who it is for
For game studios and publishers running live games with player data spread across platforms and tools
A good fit
- You run live games, and your LiveOps team makes calls from player data.
- Player events from each platform and store land in different tools.
- You want to spot players at risk of churning before they leave.
- You publish several titles and want one view of UA spend and player LTV across them.
Not a fit if
- You need engineers inside your own team, working your roadmap. Staff Augmentation covers that.
- You want an off-the-shelf game analytics tool. We build custom analytics infrastructure, not a pre-packaged platform.
- Your game is not live yet, so there are no player events to work with.
Expected ROI Within the First Quarter
Team Efficiency
Automated reporting and clean data models.
Drop in Error Rates
Enterprise-grade CI/CD and data testing protocols.
Vendor Lock-in
Agnostic architecture built on modern open-source stacks.
Proof
Results from customer behavior and marketing data work
See all case studiesFrequently Asked Questions
Get in touch
Start with one problem worth solving
Tell us the outcome you need and the systems involved. We reply within one business day and tell you whether there is a useful first step, or why there is not. No pitch either way.
Email us directly
sales@3alica.com